Bibliographic record
Abstract
As the wildfire situation in Northern Alberta worsens, the United Conservative Party is fighting political fires of its own.Join Press Gallery host Emma Graney with guests Janet French, Keith Gerein and Dave Breakenridge to take a dive into the appointment of a special prosecutor in the RCMP investigation into the UCP leadership race, and the new elections commissioner investigation facing UCP MLA Peter Singh.The team also looks at the fires Health Minister Tyler Shandro tried to put out this week - and why the phrase \\"In due course\\" was trending on Twitter.Good Stuff from the GalleryJanet's pick: The wonderful children's book series about families (comes with bonus magic tricks!) called Magic misfits, by Neil Patrick Harris.Keith's pick: This piece in the Globe and Mail by economist Trevor Tombe, about why Alberta's carbon tax is not, in fact, dead.Emma's pick: Not at all political, this Netflix documentary about body building, called Generation Iron 3.Dave's pick: This awesome new podcast called Defence Watch, which takes us behind the curtain of Canada's special forces.Learn more about your ad choices. Visit megaphone.fm/adchoices
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.076 | 0.010 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".